For what it's worth I know quite a few people that have either landed jobs or scholarships attending one of these conferences. Both men and women, btw.

I've had the great pleasure of getting to go to work during the last few that have been held. Kinda sucks, but oh well!! It's the nature of the job

Hope this helps!